{"id":"W2134405623","doi":"10.1080/10406630701268255","title":"THE CHEMISTRY AND ANALYSIS OF LARGE PAHs","year":2007,"lang":"en","type":"article","venue":"Polycyclic aromatic compounds","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Coal tar; Environmental chemistry; Coal; Organic chemistry; Polymer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006985622,0.0001471063,0.0003646321,0.00006311109,0.0002845206,0.00005557494,0.000259588,0.00007498688,0.00008757359],"category_scores_gemma":[0.0001250661,0.0001070438,0.0001919298,0.0005996149,0.0001581237,0.00003710585,0.00007316036,0.0001319255,0.000002550274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002852593,"about_ca_system_score_gemma":0.0000207603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004659437,"about_ca_topic_score_gemma":0.00005609932,"domain_scores_codex":[0.9987197,0.00001295052,0.000458762,0.0002042931,0.0002757618,0.0003285452],"domain_scores_gemma":[0.9986442,0.0005500765,0.0002543324,0.0004373898,0.00001127189,0.000102766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007876334,0.0003765312,0.2011099,0.0003102115,0.0062217,0.0000166957,0.001464211,0.00000606444,0.7066367,0.0001248398,0.0003911559,0.08326325],"study_design_scores_gemma":[0.004880687,0.0000604422,0.2168516,0.0006054564,0.02224706,0.0001242578,0.01500223,0.1982189,0.4150794,0.004315841,0.1199391,0.002674934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486329,0.001119146,0.0008562152,0.0001476745,0.00001431225,0.000003706464,0.00001021371,0.0000502627,0.04916558],"genre_scores_gemma":[0.9939345,0.0000502409,0.0001814407,0.00003302559,0.00004312442,0.000002786956,0.00003508444,0.00001063621,0.00570914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2915572,"threshold_uncertainty_score":0.436512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007289684392582979,"score_gpt":0.2574878917706014,"score_spread":0.2501982073780185,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}